Introduction
Provide some major types of object detection results via Detectron2.
Requirements
- A White background picture expected to be loaded; The result mesh go finer as colors go deeper.
- Google Chrome on a Desktop PC with ‘Desktop site’ mode preferred.
Installation
Available now; No more additional installations needed.
Usage
Visit the main site.
Specify a .png file to be meshed.
Click ‘Download .stl’ button to download it in the flat .stl format.
Pretrained models used
For details, visit the original site.
| Name | Model | Link |
|---|---|---|
| InstanceSegmentation | Mask R-CNN: R50-FPN(3x) [137849600] | model_final_f10217.pkl |
| Keypoints | Keypoint R-CNN: R101-FPN(3x) [138363331] | model_final_997cc7.pkl |
| PanopticSegmentation | Panoptic FPN: R50-FPN(3x) [139514569] | model_final_c10459.pkl |
| Detection | Faster R-CNN: R50-FPN(3x) [137849458] | model_final_280758.pkl |